Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000975

The MH-36 locality cells most similar to this Hingoli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005997

distance 0.212 · cross-district

#2 · Amravaticell 4680005730

distance 0.223 · cross-district

#3 · Parbhanicell 4890003726

distance 0.236 · cross-district

#4 · Parbhanicell 4890002131

distance 0.239 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001287

distance 0.244 · cross-district

#6 · Hingolicell 4770002246

distance 0.247

#7 · Amravaticell 4680004508

distance 0.255 · cross-district

#8 · Hingolicell 4770001507

distance 0.261

#9 · Akolacell 4670003116

distance 0.262 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690001288

distance 0.263 · cross-district

#11 · Amravaticell 4680005731

distance 0.263 · cross-district

#12 · Amravaticell 4680007800

distance 0.267 · cross-district

#13 · Amravaticell 4680005596

distance 0.272 · cross-district

#14 · Hingolicell 4770001403

distance 0.273

#15 · Jalgaoncell 4780003413

distance 0.274 · cross-district

#16 · Hingolicell 4770001223

distance 0.275

#17 · Wardhacell 4980003643

distance 0.277 · cross-district

#18 · Gondiacell 4760002270

distance 0.278 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":477,"cluster_id":4770000975}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.